Sparse Logistic Regression with Lp Penalty for Biomarker Identification

• 10 January 2007
• journal article
• Published by Walter de Gruyter GmbH in Statistical Applications in Genetics and Molecular Biology
• Vol. 6  (1) , Article6
• https://doi.org/10.2202/1544-6115.1248

Abstract

Keywords

• FEATURE SELECTION
• SPARSE LOGISTIC REGRESSION
• MICROARRY ANALYSIS
• LP PENALTY
• GENE EXPRESSION
• ROC CURVE
• ELASTIC NET
• STATISTICAL MODEL
• LOGISTIC REGRESSION
• COMPUTATIONAL BIOLOGY
• MICROARRAY DATA